{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1. Python编辑器推荐"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "① 编辑器推荐：Jupyter Notebook。\n",
    "\n",
    "② 初学 Python，而不是已经熟练掌握 Python 去开发、去做项目，所以需要的是一个轻量级的编辑器，简单、方便、好用，而不是复杂的编辑器。\n",
    "\n",
    "③ 初学 Python，学习的是 Python 的 XXX 基础语句表达的是什么意思，运行后是什么结果。\n",
    "\n",
    "④ Jupyter Notebook 清晰明了，写入代码语句，运行后就可以得到语句运算的情况，如果错误，就报错该命令行属于什么错误，如下面所示。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8\n"
     ]
    }
   ],
   "source": [
    "a = 3\n",
    "b = 5 \n",
    "print(a+b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'e' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-2-e630a449af7e>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[0mc\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;36m8\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mc\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0me\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m: name 'e' is not defined"
     ]
    }
   ],
   "source": [
    "c = 8\n",
    "print(c+e)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "⑤ 如果已经熟练掌握 Python，用它去开发、去做项目，主流的几种编辑器(Pycharm、Wing等)没有多大的差别，可以都试着下载下来，选择自己喜欢的。\n",
    "\n",
    "⑥ Jupyter Notebook 非常方便将笔记、代码、运行结果整合在一起，有写个人博客的感觉，完成一个作品的成就感。"
   ]
  },
  {
   "attachments": {
    "image.png": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "⑦ Jupyter Notebook 文件可以直接上传 Github，当做云笔记，直接在线可读，以后需要调用时，可以根据目录直接查询笔记。"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.6.3",
   "language": "python",
   "name": "python3.6.3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.3"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": false,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {
    "height": "calc(100% - 180px)",
    "left": "10px",
    "top": "150px",
    "width": "277.983px"
   },
   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
